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ResearchFormerly WizWand

Length of stay prediction (LOS) on MIMIC-III

0.1645Mutual Information (MI)MLCI
0.0031960.0450730.086950.128827Jun 16, 2026
Updated 5mo ago

Evaluation results

MethodLinks
MLCI2026.060.1645
DeepSetsPooling=mean ⊕ max pool2026.060.1517
Gradient Boosted TreesEvaluation=Score/Logit2026.060.1476
Set TransformerMode=single-logit2026.060.1454
Pure MIL Attention Pooling2026.060.1432
Star-GAT2026.060.141
Deep MLP Bag-of-CodesImplementation=EmbeddingBag2026.060.1383
Factorization MachineMetric=FM score2026.060.1362
Deep and Cross NetworkAcronym=DCN2026.060.1347
FusedLogits LR2026.060.1325
kNN2026.060.0855
Multinomial Naive Bayes2026.060.0727
Complement Naive Bayes2026.060.0712
CCI+ECIMode=scalar2026.060.034
ElixhauserAcronym=ECI2026.060.0314
CharlsonAcronym=CCI2026.060.0094